eChapter Name: Design of Experiment
9789358879087
eBook Name: BASIC BIOSTATISTICS
by Biswanath Patra, Bharat Bhushan, Hitesh Purohit, Parth Gaur
Design of Experiment was first elaborated by R. A. Fisher (1935).
• Design of Experiment: Proper allotment of treatments to the available experimental units.
• Treatment: It is the factor whose effect is to be studied. Example: Application of drugs, feeds, conditions, methods, etc.
• Experimental units: The subjects or individuals upon which an experiment is conducted.
Example: Laboratory animals like mice, rat, monkeys, primates; livestock like cattle, buffalo, sheep, goat, poultry; plants, a plot of land, etc.
Necessity of designing an experiment
1. To get maximum information from the available resources.
2. To know the effect of treatment on experimental units and to make comparison between treatments.
3. To know whether the difference between the effect of two treatments is significant or not.
4. A well designed experiment has a well defined method of statistical analysis of data.
5. To minimize error in the whole experimental procedure.
6. An ill designed experiment is not likely to give proper estimates of parameters and comparisons between treatments with desired precision even if the method of data analysis is very good.
7. The design of experiment is essential to get all the important treatment effects to be compared independently.